{"id":"W4221086964","doi":"10.3390/foods11070952","title":"On the Potential of Packaging for Reducing Fruit and Vegetable Losses in Sub-Saharan Africa","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Transport Canada","funders":"Royal Society","keywords":"Environmental science; Food science; Toxicology; Biotechnology; Business; Agroforestry; Environmental health; Agricultural engineering; Natural resource economics; Biology; Engineering; Economics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000545405,0.0001581988,0.0005046335,0.00002536999,0.000186735,0.00003447386,0.0001982619,0.00008567746,0.0001327757],"category_scores_gemma":[0.0001874608,0.00005138249,0.0002232145,0.000365029,0.00006564793,0.00003434225,0.00008878772,0.0002091019,6.0602e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005306292,"about_ca_system_score_gemma":0.00003286661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005577201,"about_ca_topic_score_gemma":0.00001673154,"domain_scores_codex":[0.9988413,0.0002121151,0.0002960096,0.0002951552,0.0001369762,0.0002184581],"domain_scores_gemma":[0.9991693,0.0005501676,0.0001450089,0.00007980286,0.00002197451,0.00003373757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001237289,0.00006636825,0.000001720087,0.001428968,0.00001822629,9.866914e-7,0.00003231431,0.000005023475,0.00004774064,0.0002372505,0.0004120299,0.997737],"study_design_scores_gemma":[0.0000470312,0.0003169624,0.0000584838,0.0005501022,0.00005007204,0.000006437946,0.0006372685,0.000011983,0.00001430984,0.0009080797,0.9972675,0.000131784],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01386611,0.9843454,6.538535e-7,0.0002966382,0.0001731515,0.0008510521,0.00007792469,0.00001387614,0.000375205],"genre_scores_gemma":[0.017714,0.9817533,0.00001011369,0.00001122319,0.0001190154,0.000174118,0.00004331533,0.000002057044,0.0001727909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9976052,"threshold_uncertainty_score":0.2095317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05974194498522311,"score_gpt":0.2782680733879028,"score_spread":0.2185261284026797,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}